Visuomotor resolution in telerobotic grasping with transmission delays

Omri Afgin, Nir Sagi, Ilana Nisky, Tzvi Ganel, Sigal Berman

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

Weber's law is among the basic psychophysical laws of human perception. It determines that human sensitivity to change along a physical dimension, the just noticeable difference (JND), is linearly related to stimulus intensity. Conversely, in direct (natural), visually guided grasping, Weber's law is violated and the JND does not depend on stimulus intensity. The current work examines adherence to Weber's law in telerobotic grasping. In direct grasping, perception and action are synchronized during task performance. Conversely, in telerobotic control, there is an inherent spatial and temporal separation between perception and action. The understanding of perception-action association in such conditions may facilitate development of objective measures for telerobotic systems and contribute to improved interface design. Moreover, telerobotic systems offer a unique platform for examining underlying causes for the violation of Weber's law during direct grasping. We examined whether, like direct grasping, telerobotic grasping with transmission delays violates Weber's law. To this end, we examined perceptual assessment, grasp control, and grasp demonstration, using a telerobotic system with time delays in two spatial orientations: alongside and facing the robot. The examination framework was adapted to telerobotics from the framework used for examining Weber's law in direct grasping. The variability of final grip apertures (FGAs) in perceptual assessment increased with object size in adherence with Weber's law. Similarly, the variability of maximal grip apertures in grasp demonstration approached significance in adherence with Weber's law. In grasp control, the variability of maximal grip apertures did not increase with object size, which seems to violate Weber's law. However, unlike in direct grasping, motion trajectories were prolonged and fragmented, and included an atypical waiting period prior to finger closure. Therefore, in this condition, maximal grip aperture was an inappropriate indicator of JND. Instead, we calculated the aperture at the end of the opening phase, the initial grip aperture (IGA), and the FGA at the beginning of the waiting period, as more appropriate indicators for the JNDs. The IGAs adhered to Weber's law. The FGAs approached significance in the same direction. This suggests that perception-action association during telerobotic grasping with transmission delays significantly diverges from direct grasping.

Original languageEnglish
Article number54
JournalFrontiers in Robotics and AI
Volume4
Issue numberOCT
DOIs
StatePublished - 1 Oct 2017

Keywords

  • Grasping
  • Human factors
  • Motor control
  • Telerobotics
  • Weber's law

ASJC Scopus subject areas

  • Computer Science Applications
  • Artificial Intelligence

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